Resources · White Papers

Research & deep dives
from the Applicare team.

Technical white papers, architecture guides, and research reports on observability, AIOps, IT service management, and platform engineering.

📄 Featured White Paper

Applicare Performance Made Simple

A comprehensive guide to full-stack performance observability — from entity graph fundamentals to AI-powered root cause analysis and self-healing automation. Written for platform engineers, SREs, and technical leaders.

Read white paper → Try Applicare free

What’s inside

01The entity graph architecture explained

02IntelliSense anomaly detection deep dive

03ArcIn root cause traversal algorithm

04IntelliTune policy-gated automation

05Compliance automation

06Deployment & integration patterns

📄 28 pages 🎓 Technical 📹 Free

More white papers

🎯

IT Service Management

Applicare's Contribution to ITSM

How correlation, root-cause enrichment, SLA prediction, and approval-gated automation reduce the volume and manual effort of IT service management — without replacing the ITSM tool you already run.

📄 9 chapters ITSM Read →

🌎

Cloud Economics

Cloud Cost Optimization: From Guesswork to Data-Driven Rightsizing

Why static rightsizing goes stale within weeks, and how correlating spend with real utilization and traffic patterns keeps cloud costs under control continuously.

📄 7 chapters FinOps Read →

⎈

Kubernetes & Cloud

Kubernetes Self-Healing at Scale

A field report on IntelliTune's auto-remediation playbooks — what triggers them, how they roll back safely, and how self-healing compounds as fleets grow.

📄 Field report Engineering Read →

🔔

Operations

The True Cost of Alert Fatigue: Quantifying the Hidden Engineering Tax

Why threshold-based alerting quietly taxes every on-call rotation — and a measurement method plus real customer outcomes from moving to per-entity baselines.

📄 7 chapters Operations Read →

🧠

AIOps

Causal AI vs. Correlation: Why Root Cause Matters More Than Anomaly Detection

The architectural differences between correlation-based and causal AI approaches to observability — and why the distinction determines your MTTR.

📄 Technical paper Technical Read →

🔒

Security

Zero-Day Detection Without Signatures: A Behavioural Baseline Approach

How per-entity statistical baselines surface abnormal behavior that signature-based tools miss by design — and exactly what this approach does and doesn't claim.

📄 7 chapters Security Read →

🖹

Database Performance

Database Observability at Enterprise Scale: N+1, Pool Exhaustion, and Beyond

A failure-mode-by-failure-mode look at the database performance patterns that hide behind application symptoms — and how ArcIn surfaces them automatically.

📄 Technical paper Technical Read →

🧠

AIOps

Applicare AI: Detection, Root Cause, Remediation and Forecasting

How 148 detection rules, deterministic correlation, 9 specialised root-cause analysers and blended forecasting models turn an alert storm into one explained, fixable incident.

📄 10 chapters AIOps Read →

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Research & deep divesfrom the Applicare team.

Research & deep dives
from the Applicare team.